דרושים » תוכנה » Senior ML / Perception Engineer

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לפני 22 שעות
חברה חסויה
Location: Givat Hen
Job Type: Full Time
We are looking for a highly skilled ML/Perception Engineer to take ownership of our vision pipeline - from data to deployed models running on embedded systems.
This role is focused on building perception systems that actually work in the field, under real-world constraints.
What You'll Do:
Own the full perception pipeline: data → training → evaluation → deployment
Develop and improve detection and segmentation models using RGB + depth data
Build and maintain a data engine: define labeling strategies, drive dataset quality and consistency, handle noisy and imperfect data
Ensure models generalize to real-world conditions: changing lighting, occlusions, small / hard-to-detect objects
Deploy models to Jetson NX-based systems - ensure compatibility with TensorRT, perform export, validation, and debugging
Collaborate closely with software, robotics, and algorithm engineers to integrate perception into the system
Requirements:
Strong experience building and deploying computer vision models (detection + segmentation)
Hands-on experience with training pipelines and dataset iteration
Proven ability to improve performance with imperfect / noisy data
Experience working with real-world vision problems (not only curated datasets)
Practical understanding of deployment constraints (latency, memory, model size)
Experience exporting models to ONNX / TensorRT (or similar)
Nice to Have
Experience with RGB + depth / 3D perception
Background in robotics or embedded systems
Familiarity with edge devices (Jetson family)
This position is open to all candidates.
 
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לפני 22 שעות
Location: Givat Hen
Job Type: Full Time
We are looking for a highly skilled Computer Vision & Algorithms Engineer to take ownership of core perception and decision-making modules - bridging the gap between machine learning outputs and real-world robot behavior.
In this role, you will turn noisy, imperfect sensor data and incomplete computer vision outputs into robust, actionable decisions, ensuring reliable system performance in challenging outdoor conditions.
This is a hands-on, high-impact role in an early-stage startup, requiring strong ownership, fast iteration, and comfort working in ambiguous, real-world environments.
What You'll Do:
Own the design, implementation, and validation of perception post-processing and decision-making modules
Transform ML and computer vision outputs (e.g., 3D point cloud segmentation, sensor data) into reliable, structured representations
Develop algorithms for noise filtering, tracking, and spatial reasoning under uncertainty
Design and implement decision logic for robot target selection and behavior
Develop and improve computer vision and 3D perception pipelines for real-world deployment
Work closely with ML engineers to define interfaces, handle uncertainty/confidence, and improve system robustness
Deploy and optimize algorithms on embedded edge platforms (NVIDIA Jetson)
Write production-grade C++ code and prototype in Python
Debug and iterate using real-world flight data and field tests
Lead the module validation within the integrated robot environment and field-test scenarios
Requirements:
5+ years of experience in algorithm development (robotics, perception, or similar domains)
Strong background in classical perception: geometry, filtering, tracking
Solid computer vision experience
Strong programming skills in Python (research/prototyping) and Modern C++ (production systems)
Experience working with real-world, noisy sensor data and resource-constrained system designs
Proven ability to take full ownership of complex modules from design to deployment
Comfortable working in fast-paced, ambiguous startup environments
Preferred Qualifications
Experience with real-time or low-latency systems
Experience with NVIDIA Jetson or similar edge computing platforms
CUDA / GPU acceleration
Background in aerial robotics or autonomous systems
This position is open to all candidates.
 
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לפני 22 שעות
חברה חסויה
Location: Givat Hen
Job Type: Full Time
We are looking for an exceptional Junior Software Developer who wants to grow fast, take ownership, and make an impact from day one.
Location: Givat Hen, Israel
Employment type: Full-time
Work model: Office-based, 5 days per week
Who You Are:
Computer Science / Software Engineering graduate, or a final-year student in a relevant degree program
Strong academic performer with a grade average of 85+
Highly independent and self-managed
Takes ownership and drives tasks from idea to execution
Strong problem solver who learns quickly and gets things done
Team player with a no-ego attitude
Comfortable stepping outside the office for field tests and hands-on work when needed
Requirements:
Graduate or final-year student in Computer Science, Software Engineering, or a related field
Academic average of 85 or above
Hands-on experience with at least some of the following: C++, Python, Web stack development
Available to work from the Raanana office 5 days per week
Bonus Points
Personal projects, GitHub profile, or side builds
Experience with modern development tools and AI-assisted development
Builder mentality, curiosity, and a bias toward action
This position is open to all candidates.
 
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